نویسنده
Adsanver, Birce, Göktürk, Elvin Çoban, Koyuncu, Burcu Balçık
تاریخ انتشار
2024-01
محل انتشار
-
Wiley
موضوع
Damage assessment, Drone routing, Humanitarian operations, Imputation
نوع
دوره ای
زبان
انگلیسی
دیجیتال
بله
نسخه خطی
خیر
کتابخانه
دانشگاه اوزیغین
شناسه دارایی کتابخانه
0969-6016
شماره ثبت
a2fbc46d-f403-448b-9e14-488a6d347daa
محل کتابخانه
Industrial Engineering
تاریخ
2024-01
یادداشتها
TÜBİTAK
متن نمونه
This study focuses on postdisaster damage assessment operations supported by a set of drones. We propose a multistage framework, consisting of two phases applied iteratively to rapidly gather damage information within an assessment period. In the initial phase, the problem involves determining areas to be scanned by each drone and the optimal sequence for visiting these selected areas. We have adapted an electric vehicle routing formulation and devised a variable neighborhood descent heuristic for this phase. In the second phase, information collected from the scanned areas is employed to predict the damage status of the unscanned areas. We have introduced a novel, fast, and easily implementable imputation policy for this purpose. To evaluate the performance of our approach in real-life disasters, we develop a case study for the expected 7.5 magnitude earthquake in Istanbul, Turkey. Our numerical study demonstrates a significant improvement in response time and priority-based metrics.
DOI
10.1111/itor.13429
